Remote assessment of the heart rate variability to detect mental stress. - Frédéric Bousefsaf; Choubeila Maaoui; Alain Pruski (PervasiveHealth, 2013)

Continuous wavelet filtering on webcam photoplethysmographic signals to remotely assess the instantaneous heart rate. - Frédéric Bousefsaf; Choubeila Maaoui; Alain Pruski (Biomed. Signal Process. Control., 2013)

Remote assessment of physiological parameters by non-contact technologies to quantify and detect mental stress states. - Frédéric Bousefsaf; Choubeila Maaoui; Alain Pruski (CoDIT, 2014)

Remote detection of mental workload changes using cardiac parameters assessed with a low-cost webcam. - Frédéric Bousefsaf; Choubeila Maaoui; Alain Pruski (Comput. Biol. Medicine, 2014)

Image completion using multispectral imaging. - Frédéric Bousefsaf; Mohamed Tamaazousti; Souheil Hadj Said; Rémi Michel (IET Image Process., 2018)

An automatic natural feature selection system for indoor tracking - application to Alzheimer patient support. - Mohamed Badeche; Frédéric Bousefsaf; Abdelhak Moussaoui; Mohamed Benmohammed; Alain Pruski (Int. J. Comput. Vis. Robotics, 2018)

Imaging Photoplethysmography: Signal Waveform Analysis. - Djamaleddine Djeldjli; Frédéric Bousefsaf; Choubeila Maaoui; Fethi Bereksi-Reguig (IDAACS, 2019)

LCOMS Lab's approach to the Vision For Vitals (V4V) Challenge. - Yassine Ouzar; Djamaleddine Djeldjli; Frédéric Bousefsaf; Choubeila Maaoui (ICCVW, 2021)

Remote estimation of pulse wave features related to arterial stiffness and blood pressure using a camera. - Djamaleddine Djeldjli; Frédéric Bousefsaf; Choubeila Maaoui; Fethi Bereksi-Reguig; Alain Pruski (Biomed. Signal Process. Control., 2021)

iPPG 2 cPPG: Reconstructing contact from imaging photoplethysmographic signals using U-Net architectures. - Frédéric Bousefsaf; Djamaleddine Djeldjli; Yassine Ouzar; Choubeila Maaoui; Alain Pruski (Comput. Biol. Medicine, 2021)

Video-based multimodal spontaneous emotion recognition using facial expressions and physiological signals. - Yassine Ouzar; Frédéric Bousefsaf; Djamaleddine Djeldjli; Choubeila Maaoui (CVPR Workshops, 2022)

Multimodal Stress State Detection from Facial Videos Using Physiological Signals and Facial Features. - Yassine Ouzar; Lynda Lagha; Frédéric Bousefsaf; Choubeila Maaoui (ICPR Workshops (4), 2022)

Estimation of blood pressure waveform from facial video using a deep U-shaped network and the wavelet representation of imaging photoplethysmographic signals. - Frédéric Bousefsaf; Théo Desquins; Djamaleddine Djeldjli; Yassine Ouzar; Choubeila Maaoui; Alain Pruski (Biomed. Signal Process. Control., 2022)

Blood Pressure Assessment from Contact Photoplethysmographic Signals Using a Combination of Deep Convolutional and Recurrent Neural Networks. - Yanis Masdoua; Melissa Lounici; Frédéric Bousefsaf; Feriel Abalache; Choubeila Maaoui; Alain Pruski (CBMS, 2023)

X-iPPGNet: A novel one stage deep learning architecture based on depthwise separable convolutions for video-based pulse rate estimation. - Yassine Ouzar; Djamaleddine Djeldjli; Frédéric Bousefsaf; Choubeila Maaoui (Comput. Biol. Medicine, 2023)

A survey of blood oxygen saturation assessment from video. - Alexis Wuyart; Laure Abensur Vuillaume; Choubeila Maaoui; Frédéric Bousefsaf (Biomed. Signal Process. Control., 2025)